Table Data - All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254204100000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-07-01
Last Updated 2026-08-21 6:46 PM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 12.5317736643366
1990-02-01 12.5878367629930
1990-03-01 12.7457566064323
1990-04-01 12.6289316961176
1990-05-01 12.5993432840925
1990-06-01 12.5411706356490
1990-07-01 12.4407370917927
1990-08-01 12.3911385890031
1990-09-01 12.4355544305426
1990-10-01 12.4651288483115
1990-11-01 12.3668060757557
1990-12-01 12.3665147297701
1991-01-01 12.4334592953906
1991-02-01 12.4884848797794
1991-03-01 12.2432480951417
1991-04-01 12.3273395068501
1991-05-01 12.2007326488770
1991-06-01 12.2349305488698
1991-07-01 12.5417882735517
1991-08-01 12.4905481620701
1991-09-01 12.4419830096908
1991-10-01 12.1724967122332
1991-11-01 12.2610405588639
1991-12-01 12.3678962147898
1992-01-01 12.5329421817774
1992-02-01 12.3847179208343
1992-03-01 12.3369512203634
1992-04-01 12.2276749999460
1992-05-01 12.2069385358490
1992-06-01 12.2300928618800
1992-07-01 12.1458210474917
1992-08-01 12.0912671769492
1992-09-01 12.1475537315873
1992-10-01 12.1817778153675
1992-11-01 12.2515067418324
1992-12-01 12.1631953693496
1993-01-01 12.1300882962713
1993-02-01 11.9787694572656
1993-03-01 12.1357241153755
1993-04-01 12.2313052577114
1993-05-01 12.3134637019880
1993-06-01 12.2259596378923
1993-07-01 12.3496376854343
1993-08-01 12.2943027099198
1993-09-01 12.2506770825376
1993-10-01 12.7899799130872
1993-11-01 12.8474056187574
1993-12-01 12.8558244961408
1994-01-01 12.8223427009094
1994-02-01 12.7714780153386
1994-03-01 12.8357303128963
1994-04-01 12.9353088478341
1994-05-01 13.0221690875573
1994-06-01 13.0243680667309
1994-07-01 12.8475518555017
1994-08-01 12.9955631466148
1994-09-01 12.9544589683582
1994-10-01 13.0025518669057
1994-11-01 12.9497990653991
1994-12-01 12.9480185939004
1995-01-01 13.0129694543557
1995-02-01 13.0658320249181
1995-03-01 13.1289761443240
1995-04-01 13.4369624379836
1995-05-01 13.4263404613283
1995-06-01 13.5228832190186
1995-07-01 13.6472618093534
1995-08-01 13.5991112102679
1995-09-01 13.6649462065902
1995-10-01 13.7154559907987
1995-11-01 13.8487833187725
1995-12-01 13.8414922237359
1996-01-01 13.9039826174668
1996-02-01 14.0655953266499
1996-03-01 14.2211825941558
1996-04-01 13.9322334345917
1996-05-01 14.1238820878851
1996-06-01 14.0225410469187
1996-07-01 14.1498841065940
1996-08-01 14.3002682627489
1996-09-01 14.2814756871351
1996-10-01 14.3285691373470
1996-11-01 14.4514112277410
1996-12-01 14.5331342375496
1997-01-01 14.3912743561572
1997-02-01 14.3633299863198
1997-03-01 14.4136871637701
1997-04-01 14.4303445300556
1997-05-01 14.5195989989805
1997-06-01 14.6220253436044
1997-07-01 14.5559448495303
1997-08-01 14.6053330709780
1997-09-01 14.6953216574601
1997-10-01 14.6355199842400
1997-11-01 14.6555972170161
1997-12-01 14.7261673103335
1998-01-01 14.5797154663532
1998-02-01 14.6524463884473
1998-03-01 14.4092371563299
1998-04-01 14.4309196594631
1998-05-01 14.4220050156334
1998-06-01 14.5265910645891
1998-07-01 14.6549793465704
1998-08-01 14.6082217976652
1998-09-01 14.8037337635957
1998-10-01 14.8413494133073
1998-11-01 14.8675039089802
1998-12-01 14.8210915011091
1999-01-01 15.0658805976339
1999-02-01 15.3377783572691
1999-03-01 15.3053216502189
1999-04-01 14.5331295609411
1999-05-01 14.4243306889470
1999-06-01 14.4344809219152
1999-07-01 14.6540909288584
1999-08-01 14.7098379759941
1999-09-01 14.7062977291510
1999-10-01 14.3465592690128
1999-11-01 14.3776096638565
1999-12-01 14.5211030589623
2000-01-01 14.6558981542085
2000-02-01 14.5254554796507
2000-03-01 14.7034812158535
2000-04-01 14.2339012619063
2000-05-01 14.3206140083656
2000-06-01 14.2443886841844
2000-07-01 14.1464009595431
2000-08-01 14.2128359922824
2000-09-01 14.1072204416706
2000-10-01 14.1530906919755
2000-11-01 14.1898641826905
2000-12-01 14.1250506125059
2001-01-01 14.0486605521934
2001-02-01 14.0154558376037
2001-03-01 14.0031530272406
2001-04-01 14.1286059511059
2001-05-01 14.0118539487480
2001-06-01 13.9550003803647
2001-07-01 13.8384904865620
2001-08-01 13.8128741700395
2001-09-01 13.7073668759131
2001-10-01 13.8611523183800
2001-11-01 13.8022802598957
2001-12-01 13.9351777597057
2002-01-01 13.8451407922734
2002-02-01 13.7097751356577
2002-03-01 13.5968485503608
2002-04-01 13.5225888217798
2002-05-01 13.6016880874071
2002-06-01 13.5614051370615
2002-07-01 13.6278970024271
2002-08-01 13.6126108021998
2002-09-01 13.6102312042987
2002-10-01 13.5712507464783
2002-11-01 13.5128211222470
2002-12-01 13.5458814594526
2003-01-01 13.4474277809806
2003-02-01 13.5029494532717
2003-03-01 13.4915466943046
2003-04-01 13.4152191881230
2003-05-01 13.4911339540717
2003-06-01 13.5629932736479
2003-07-01 13.5210160848159
2003-08-01 13.5128714269115
2003-09-01 13.5139242819435
2003-10-01 13.5785900909425
2003-11-01 13.5163850178852
2003-12-01 13.5582927553575
2004-01-01 13.6539798757784
2004-02-01 13.6955498564804
2004-03-01 13.7888789883862
2004-04-01 13.7098866678761
2004-05-01 13.4837979817611
2004-06-01 13.5625785775458
2004-07-01 13.6129569755840
2004-08-01 13.6139858643839
2004-09-01 13.6146127678829
2004-10-01 13.5827151876045
2004-11-01 13.6204099797204
2004-12-01 13.5674220498508
2005-01-01 13.6628346419860
2005-02-01 13.6859548866359
2005-03-01 13.6902274426949
2005-04-01 13.7078807502653
2005-05-01 13.7814033169271
2005-06-01 13.7608946755218
2005-07-01 13.9034041804725
2005-08-01 13.9143980507200
2005-09-01 14.0084088672965
2005-10-01 13.9863346991704
2005-11-01 14.0231104621344
2005-12-01 13.9799487639919
2006-01-01 13.9759094103585
2006-02-01 13.9794461228276
2006-03-01 13.9868738960422
2006-04-01 14.0022867863002
2006-05-01 13.9811254786860
2006-06-01 13.9580652272177
2006-07-01 13.8965196433931
2006-08-01 13.9122864365557
2006-09-01 13.9036208987942
2006-10-01 13.7905575845175
2006-11-01 13.8279235685223
2006-12-01 13.6934263377120
2007-01-01 13.7853038679714
2007-02-01 13.7761848288069
2007-03-01 13.7811610608451
2007-04-01 13.6974133472181
2007-05-01 13.6764438886926
2007-06-01 13.7533361102740
2007-07-01 13.6950815877736
2007-08-01 13.6101598955655
2007-09-01 13.5987008743135
2007-10-01 13.5976059182513
2007-11-01 13.6299674579660
2007-12-01 13.7070306716089
2008-01-01 13.6934010208251
2008-02-01 13.7740569003867
2008-03-01 13.8743890726428
2008-04-01 13.7945065463813
2008-05-01 13.7687239549227
2008-06-01 13.6460532413237
2008-07-01 13.7972997126965
2008-08-01 13.7107145941970
2008-09-01 13.6983939126005
2008-10-01 13.4020040421195
2008-11-01 13.2322468356140
2008-12-01 13.1159494762525
2009-01-01 12.7953870517739
2009-02-01 12.5716134539982
2009-03-01 12.4697418712108
2009-04-01 12.3950658427848
2009-05-01 12.2658471680568
2009-06-01 12.1392414666210
2009-07-01 12.0003453635307
2009-08-01 12.0097638776393
2009-09-01 11.8965798156383
2009-10-01 11.9065019503953
2009-11-01 11.9352304744798
2009-12-01 11.8216087467969
2010-01-01 11.6925244223924
2010-02-01 11.6687680219607
2010-03-01 11.6651458493854
2010-04-01 11.6985864901107
2010-05-01 11.6675304643343
2010-06-01 11.7335200448899
2010-07-01 11.7042308258085
2010-08-01 11.7109131103439
2010-09-01 11.6978186397622
2010-10-01 11.7043230237856
2010-11-01 11.7355669456853
2010-12-01 11.7232296867003
2011-01-01 11.6874201948862
2011-02-01 11.6671815402071
2011-03-01 11.6666295159528
2011-04-01 11.6980879862429
2011-05-01 11.6715034677261
2011-06-01 11.6346522111618
2011-07-01 11.6079935537320
2011-08-01 11.6127081026176
2011-09-01 11.4966572719304
2011-10-01 11.5997973937075
2011-11-01 11.5329653018730
2011-12-01 11.5243028882054
2012-01-01 11.4775970061361
2012-02-01 11.5696412886220
2012-03-01 11.5683420852105
2012-04-01 11.5004076439725
2012-05-01 11.5744089113651
2012-06-01 11.5376311317724
2012-07-01 11.4134608087173
2012-08-01 11.4157187970338
2012-09-01 11.3963396797119
2012-10-01 11.2926643446173
2012-11-01 11.2267447069640
2012-12-01 11.2222057116987
2013-01-01 11.2700783742405
2013-02-01 11.2726184685174
2013-03-01 11.2711247215258
2013-04-01 11.2045137249770
2013-05-01 11.2797259850231
2013-06-01 11.2396651642154
2013-07-01 11.2173036057915
2013-08-01 11.2177366656132
2013-09-01 11.1943756805853
2013-10-01 11.1865854783343
2013-11-01 11.2207625714267
2013-12-01 11.1233349198891
2014-01-01 11.2601477396879
2014-02-01 11.2727303531477
2014-03-01 11.2729881901121
2014-04-01 11.3138204096175
2014-05-01 11.2850013833200
2014-06-01 11.2422465578459
2014-07-01 11.5205059203400
2014-08-01 11.6173072884935
2014-09-01 11.6923576325273
2014-10-01 11.6800259266886
2014-11-01 11.7148447511885
2014-12-01 11.7222059427728
2015-01-01 11.9540835557679
2015-02-01 11.8698863869713
2015-03-01 11.8784161791106
2015-04-01 11.8246982089431
2015-05-01 11.7933138682916
2015-06-01 11.7447308324413
2015-07-01 11.6208475636980
2015-08-01 11.6152127142874
2015-09-01 11.5861920356495
2015-10-01 11.5749604338711
2015-11-01 11.6082771173776
2015-12-01 11.5208745992026
2016-01-01 11.4470659299551
2016-02-01 11.2696642721461
2016-03-01 11.3868034633707
2016-04-01 11.5321827918801
2016-05-01 11.5003115997937
2016-06-01 11.4527123555161
2016-07-01 11.6210350513542
2016-08-01 11.5129334867201
2016-09-01 11.5823612961889
2016-10-01 11.5677036474933
2016-11-01 11.5986986972040
2016-12-01 11.6141268287074
2017-01-01 11.6434484458551
2017-02-01 11.4738120130101
2017-03-01 11.5935443452020
2017-04-01 11.5363295947941
2017-05-01 11.5102136548103
2017-06-01 11.5589969168939
2017-07-01 11.5226713223105
2017-08-01 11.4118085745056
2017-09-01 11.5790811184908
2017-10-01 11.6597765734474
2017-11-01 11.6907157221302
2017-12-01 11.7101790162328
2018-01-01 11.6404431371670
2018-02-01 11.7765491732453
2018-03-01 11.7951898900610
2018-04-01 11.7381706560526
2018-05-01 11.7133886076935
2018-06-01 11.7664183595468
2018-07-01 11.7268807861471
2018-08-01 11.7161701341978
2018-09-01 11.6808064601419
2018-10-01 11.7518288650883
2018-11-01 11.5831267257163
2018-12-01 11.7050479767628
2019-01-01 11.7397595214853
2019-02-01 11.7767399901643
2019-03-01 11.6930344132011
2019-04-01 11.7398435398464
2019-05-01 11.8148268434243
2019-06-01 11.7712570085352
2019-07-01 11.8313223393660
2019-08-01 11.8222268130812
2019-09-01 11.7814086810256
2019-10-01 11.7467971266544
2019-11-01 11.7807119087169
2019-12-01 11.8038246365865
2020-01-01 11.7399199821261
2020-02-01 11.7728138815949
2020-03-01 11.7848842054449
2020-04-01 10.2419491620100
2020-05-01 10.4121396652016
2020-06-01 10.6744975953272
2020-07-01 10.8405305927838
2020-08-01 10.8292364741280
2020-09-01 10.8834479368062
2020-10-01 10.8408515588077
2020-11-01 10.8790565437877
2020-12-01 10.9020646353187
2021-01-01 10.8451846265132
2021-02-01 10.9656103342146
2021-03-01 10.9785813770471
2021-04-01 11.0401103981117
2021-05-01 11.1100766782960
2021-06-01 11.0802646358442
2021-07-01 11.1471021054319
2021-08-01 11.2332265721085
2021-09-01 11.2843728747884
2021-10-01 11.4365121833502
2021-11-01 11.5802426375438
2021-12-01 11.6023420734526
2022-01-01 11.6492741091092
2022-02-01 11.6594936231302
2022-03-01 11.7728554712412
2022-04-01 11.8363718815094
2022-05-01 11.9056760474175
2022-06-01 11.9856935362122
2022-07-01 12.0547457294597
2022-08-01 12.1371028842487
2022-09-01 12.1844282633474
2022-10-01 12.2350870683215
2022-11-01 12.2815196014538
2022-12-01 12.3014518272268
2023-01-01 12.4534481720219
2023-02-01 12.5546430134133
2023-03-01 12.5668235672148
2023-04-01 12.5292158777098
2023-05-01 12.5025892268049
2023-06-01 12.6915100275546
2023-07-01 12.5600184352629
2023-08-01 12.5434867052983
2023-09-01 12.5853266076828
2023-10-01 12.5362201257098
2023-11-01 12.5836516245891
2023-12-01 12.6015622673741
2024-01-01 12.6523869179557
2024-02-01 12.6513669245353
2024-03-01 12.6562848668762
2024-04-01 12.5226408206695
2024-05-01 12.5982935277003
2024-06-01 12.5968925471219
2024-07-01 12.4672452665793
2024-08-01 12.5539405725230
2024-09-01 12.5893724720643
2024-10-01 12.6351992370494
2024-11-01 12.6850447252839
2024-12-01 12.6013816553005
2025-01-01 12.5515779250859
2025-02-01 12.5461532992192
2025-03-01 12.5434704508594
2025-04-01 12.5164653654931
2025-05-01 12.4959206138655
2025-06-01 12.4013918133008
2025-07-01 12.3737097836194
2025-08-01 12.3651948313187
2025-09-01 12.3943148548465
2025-10-01 12.4341474057024
2025-11-01 12.3867159100042
2025-12-01 12.4020142106068
2026-01-01 12.3503787246753
2026-02-01 12.4386955376988
2026-03-01 12.4339573411781
2026-04-01 12.5117729255218
2026-05-01 12.4942705362677
2026-06-01 12.5055689466970
2026-07-01 12.5779982244579

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